Sentence examples for boosting where from inspiring English sources

This sample selection scheme has a problem that is against the design principal of boosting, where the hardest samples should be selected for subsequent learning.

Tumor contouring using 50%% of Cmax or Cpeak – commonly reported threshold values in the literature, had relatively low sensitivities of 67.2 %–75.6 % with very low GTAOE/WTAH ratios of 1.1% 1.7% %, and may be considered in sub-volume boosting, where a high dose of radiation is prescribed to the most metabolically active region of the tumor.

That might explain the fact that its performance is not degrading in the case of bagging, as the components of each mixture should be quite similar to each other, something which is definitely not the case with boosting, where each model is trained on a different distribution of the data.

The credibility of the study is certainly boosted where control of study design is given to the PI, and so the proposed criterion requires it where feasible.

The web, in other words, is squeezing revenues where attention spans have proved durable and is boosting them where attention is fleeting.Early in the web era publications needed to decide whether online news would cannibalise their existing business or complement it and could therefore be given away.

In this paper we present a novel approach for computer-aided detection which faces the class imbalance with a cascade of boosting classifiers where each node is trained by a learning algorithm based on ranking instead of classification error.

Stochastic Gradient_TreeBoost algorithm is a minor modification made to gradient boosting technique, where randomness is incorporated at each iteration of the algorithm [41].

For example, Smeraldi et al. [3] used a modified version of adaptive boosting (AdaBoost) where weak classifiers can abstain when a feature is missing.

The final prediction is in the form of a linear combination of stump classifier predictions (one per boosting iteration, where the weight of each stump classifier is determined by its error rate).

In the defensive role in the 4-3-3 Enowand are now playing, the emergence of Declan Rice (and his switch of allegiance from Ireland) has given England a boost, where previously Eric Dier and Jordan Henderson have provided a pretty uninspiring partnership.

By allowing businesses to easily correlate how site performance is impacting their revenue while offering suggestions on how to improve (and where to start), Insight can provide a boost where they need it most: Their bottom line.